Show HN: gpt-graph. A simple, GPT-3 text to entity-relation graph generator https://ift.tt/k0iyXaC

Show HN: gpt-graph. A simple, GPT-3 text to entity-relation graph generator Hi HN! This is a simple text to entity-relation graph generator, powered by gpt-3 davinci model. The purpose is to feed it actual written data, to obtain a graph representation of entities and relationships mentioned in the text. Also, being able to identify entity attributes like gender, size, age ... My initial goal, was to make it able to process a large amount of text into a big single graph. The problem being the 4000 token limit the model has, I decided to take the approach of feeding the text in batches, and try to merge the incoming graph with the existing information each time. This is done by comparing the incoming node labels with those already in the graph, adding the new information to the existing nodes. This works somewhat, but sometimes entities get duplicated if they are mentioned slightly differently in the text. The comparation method could use some improvement clearly. A nice feature, is that you get to decide what types you want to extract. So if, for example, you are interested only in people, and companies in the text, you can tell the model to stick to that. You can also leave the types to the model discretion. Also, the application allows for saving / loading graphs to json files. These files can be used with Cytoscape Desktop Application, which is a nice side effect of using cytoscape.js. in the UI. I think tools like this can really be of help when going through dense documentation. To have a visual representation of the concepts, entities or whatever, can be really helpful in education, investigation, legal ... Would love to hear your thoughts on how this could be improved. https://ift.tt/Cf0Panz March 5, 2023 at 05:17AM

Show HN: Tiny Metasearch Engine to Find Software Developers https://ift.tt/WuBjigM

Show HN: Tiny Metasearch Engine to Find Software Developers https://ift.tt/EPirkqW March 5, 2023 at 04:54AM

Show HN: Asciify, high-performance animated text art https://ift.tt/23hXTcV

Show HN: Asciify, high-performance animated text art https://ift.tt/3I2zLpA March 5, 2023 at 12:27AM

Show HN: Grasshopper v317 https://ift.tt/rLVEo3O

Show HN: Grasshopper v317 New update. New screenshots and info: https://ift.tt/StqUFhY March 4, 2023 at 04:09PM

Show HN: Cleodora – Predicting the Future with GraphQL https://ift.tt/DsKra43

Show HN: Cleodora – Predicting the Future with GraphQL Making, tracking and improving personal forecasts (e.g. the weather tomorrow or your salary in 2 years). https://ift.tt/2sTtnx0 March 4, 2023 at 07:08PM

Show HN: Convert Quizes from Blackboard to Anki https://ift.tt/76MijEy

Show HN: Convert Quizes from Blackboard to Anki https://ift.tt/z5RTf79 March 4, 2023 at 02:22AM

Show HN: Community Building as a Service” https://ift.tt/NGlw8dZ

Show HN: Community Building as a Service” Launched this week. Our team are experts in building online and offline communities from scratch. We've been helping our friends build this for free in the past. What we offer is best practices and resources for onboarding new members, moderating, and and growing online communities on Slack or Discord. We would love to get honest feedback and criticisms. https://ift.tt/dYj8XD2 March 4, 2023 at 05:06AM